Part 2 Data cleaning - Vultures

All tracking devices come with errors, and each track must be checked visual and cleaned of outliers before analysis.

This page shows this process for each animal within the project. It has been automated so that we always have access to a stardardised and cleaned locations database.

Animals are cleaned in the order in which they occur in the database.

2.0.1 Vultures

2.0.2 OC8 - Cathartes melambrotus

First observation: 2021-06-10 11:00:17

Last observation: 2024-01-09 09:01:29

Active for: 942.9 days

2.0.3 OC6 - Cathartes melambrotus

First observation: 2021-06-11 11:00:26

Last observation: 2022-02-18 10:00:53

Active for: 252 days

2.0.4 OC3 - Sarcoramphus papa

First observation: 2021-06-19 05:00:53

Last observation: 2024-01-06 10:00:20

Active for: 931.2 days

2.0.5 OC4 - Sarcoramphus papa

First observation: 2021-07-03 04:01:23

Last observation: 2021-08-12 09:00:34

Active for: 40.2 days

2.0.6 OC5 - Sarcoramphus papa

First observation: 2021-07-05 10:52:00

Last observation: 2021-09-17 11:32:00

Active for: 74 days

2.0.7 OC7 - Sarcoramphus papa

First observation: 2021-07-06 11:16:00

Last observation: 2022-11-09 06:02:58

Active for: 490.8 days

2.0.8 OC9 - Sarcoramphus papa

First observation: 2021-07-10 04:00:53

Last observation: 2024-01-03 08:00:08

Active for: 907.2 days

2.0.9 OC2 - Cathartes melambrotus

First observation: 2021-08-08 18:02:08

Last observation: 2022-09-05 10:00:20

Active for: 392.7 days

2.0.10 OC1 - Cathartes melambrotus

First observation: 2021-08-09 05:01:53

Last observation: 2024-01-08 15:00:16

Active for: 882.4 days

2.0.11 OC10 - Cathartes melambrotus

First observation: 2021-08-09 06:11:36

Last observation: 2024-01-07 08:00:10

Active for: 881.1 days

2.0.12 Attenborough - Sarcoramphus papa

First observation: 2022-02-16 10:00:41

Last observation: 2024-01-09 15:00:49

Active for: 692.2 days

2.0.13 Ugalde - Sarcoramphus papa

First observation: 2022-03-02 12:00:23

Last observation: 2024-01-09 15:01:29

Active for: 678.1 days

2.0.14 Forsyth - Sarcoramphus papa

First observation: 2022-03-03 12:00:21

Last observation: 2023-12-17 10:01:53

Active for: 653.9 days

2.0.15 Fossey - Sarcoramphus papa

First observation: 2022-03-07 10:30:23

Last observation: 2024-01-05 15:00:41

Active for: 669.2 days

2.0.16 Goodall - Sarcoramphus papa

First observation: 2022-03-09 15:30:09

Last observation: 2024-01-09 15:00:14

Active for: 671 days

The point in red has been removed!

Check it has gone:

2.0.17 Carson - Sarcoramphus papa

First observation: 2022-03-10 08:00:09

Last observation: 2022-09-09 10:00:53

Active for: 183.1 days

2.0.18 Wilson - Sarcoramphus papa

First observation: 2022-03-24 17:00:22

Last observation: 2024-01-08 15:00:16

Active for: 654.9 days

2.0.19 Santa - Sarcoramphus papa

First observation: 2022-12-23 14:01:11

Last observation: 2024-01-09 07:05:05

Active for: 381.7 days

2.0.20 Robinhood - Sarcoramphus papa

First observation: 2022-12-23 16:00:40

Last observation: 2024-01-04 15:00:16

Active for: 377 days

2.0.21 Frosty - Sarcoramphus papa

First observation: 2022-12-28 04:00:53

Last observation: 2024-01-09 15:00:41

Active for: 377.5 days

2.0.22 Wenceslas - Sarcoramphus papa

First observation: 2022-12-28 14:00:23

Last observation: 2024-01-08 07:00:23

Active for: 375.7 days

2.0.23 Elvis - Sarcoramphus papa

First observation: 2022-12-28 16:30:27

Last observation: 2024-01-09 15:00:16

Active for: 376.9 days

2.0.24 Messi - Sarcoramphus papa

First observation: 2023-01-07 11:00:11

Last observation: 2024-01-09 15:00:22

Active for: 367.2 days

2.0.25 Jatayu - Sarcoramphus papa

First observation: 2023-01-07 13:00:09

Last observation: 2024-01-09 15:00:18

Active for: 367.1 days

2.0.26 Rocky - Sarcoramphus papa

First observation: 2023-01-16 12:00:41

Last observation: 2024-01-09 07:00:18

Active for: 357.8 days

The point in red has been removed!

2.0.27 Carolina - Sarcoramphus papa

First observation: 2023-01-17 09:00:23

Last observation: 2024-01-09 07:00:21

Active for: 356.9 days

2.0.28 Moskovits - Sarcoramphus papa

First observation: 2023-01-23 12:00:20

Last observation: 2024-01-09 15:00:17

Active for: 351.1 days

2.0.29 Charizard - Sarcoramphus papa

First observation: 2023-01-23 14:00:07

Last observation: 2024-01-09 15:00:25

Active for: 351 days

2.0.30 Bonnie - Sarcoramphus papa

First observation: 2023-01-23 14:30:23

Last observation: 2024-01-09 15:00:20

Active for: 351 days

2.0.31 Fortaleza - Sarcoramphus papa

First observation: 2023-01-30 12:00:11

Last observation: 2023-02-06 10:00:17

Active for: 6.9 days

2.0.32 Kingkong - Sarcoramphus papa

First observation: 2023-02-04 10:00:41

Last observation: 2024-01-09 15:00:18

Active for: 339.2 days

NOTE It is not possible to make the error plot as it takes to long due to the 1 second data window. I have checked it offline and it is good.

2.0.33 Elizabeth - Sarcoramphus papa

First observation: 2023-02-04 12:00:41

Last observation: 2024-01-09 13:00:11

Active for: 339 days

2.0.34 Clifford - Cathartes aura

First observation: 2023-03-03 11:35:16

Last observation: 2024-01-09 15:00:28

Active for: 312.1 days

2.0.35 Pedro - Cathartes aura

First observation: 2023-03-20 15:00:10

Last observation: 2024-01-09 15:00:39

Active for: 295 days

2.0.36 Kingdavid - Sarcoramphus papa

First observation: 2023-03-24 15:00:07

Last observation: 2024-01-09 07:00:47

Active for: 290.7 days

2.0.37 Pilo - Cathartes aura

First observation: 2023-03-27 12:00:47

Last observation: 2023-06-29 17:30:36

Active for: 94.2 days

2.0.38 Nekhbet - Sarcoramphus papa

First observation: 2023-04-23 04:00:53

Last observation: 2024-01-09 15:00:25

Active for: 261.5 days

2.0.39 Spazzino - Sarcoramphus papa

First observation: 2023-04-26 12:00:47

Last observation: 2024-01-09 15:00:19

Active for: 258.1 days

2.0.40 Charles - Sarcoramphus papa

First observation: 2023-05-10 12:00:18

Last observation: 2024-01-09 15:00:17

Active for: 244.1 days

2.0.41 Shakira - Sarcoramphus papa

First observation: 2023-05-10 14:00:40

Last observation: 2024-01-09 07:00:24

Active for: 243.7 days

2.0.42 Siegfried - Sarcoramphus papa

First observation: 2023-05-11 12:00:41

Last observation: 2024-01-07 07:00:21

Active for: 240.8 days

2.0.43 Illari - Sarcoramphus papa

First observation: 2023-05-11 14:00:41

Last observation: 2024-01-09 15:00:16

Active for: 243 days

2.0.44 Yemanja - Sarcoramphus papa

First observation: 2023-05-13 04:00:53

Last observation: 2024-01-09 07:00:19

Active for: 241.1 days

2.0.45 Tupac - Sarcoramphus papa

First observation: 2023-05-23 16:00:18

Last observation: 2024-01-09 07:00:38

Active for: 230.6 days

2.0.46 Steve - Sarcoramphus papa

First observation: 2023-05-23 18:00:41

Last observation: 2024-01-09 15:00:18

Active for: 230.9 days

2.0.47 Mufasa - Sarcoramphus papa

First observation: 2023-06-08 04:00:53

Last observation: 2024-01-09 15:00:48

Active for: 215.5 days

2.0.48 Gordon - Sarcoramphus papa

First observation: 2023-06-08 14:00:53

Last observation: 2024-01-09 15:00:06

Active for: 215 days

2.0.49 Dustin - Cathartes aura

First observation: 2023-06-12 18:00:54

Last observation: 2024-01-09 15:00:20

Active for: 210.9 days

2.0.50 Sherekhan - Coragyps atratus

First observation: 2023-06-14 10:01:17

Last observation: 2024-01-09 15:00:21

Active for: 209.2 days

2.0.51 Buzzie - Coragyps atratus

First observation: 2023-06-14 16:00:38

Last observation: 2024-01-09 07:00:47

Active for: 208.6 days

2.0.52 Flaps - Coragyps atratus

First observation: 2023-06-14 16:01:41

Last observation: 2024-01-09 15:00:34

Active for: 209 days

2.0.53 Ziggy - Coragyps atratus

First observation: 2023-06-14 18:01:01

Last observation: 2024-01-09 15:00:43

Active for: 208.9 days

2.0.54 Dizzy - Coragyps atratus

First observation: 2023-06-14 18:02:15

Last observation: 2024-01-09 15:00:24

Active for: 208.9 days

2.0.55 Sonqoy - Cathartes aura

First observation: 2023-06-15 16:00:20

Last observation: 2024-01-09 15:00:28

Active for: 208 days

2.0.56 Wayra - Cathartes melambrotus

First observation: 2023-08-05 11:00:40

Last observation: 2024-01-09 14:00:29

Active for: 157.1 days

2.0.57 Chifle - Cathartes melambrotus

First observation: 2023-08-07 15:00:41

Last observation: 2024-01-09 14:00:08

Active for: 155 days

2.0.58 Sparrow - Sarcoramphus papa

First observation: 2023-08-09 10:00:14

Last observation: 2024-01-09 06:00:17

Active for: 152.8 days

2.0.59 Yellow - Cathartes melambrotus

First observation: 2023-08-14 15:00:23

Last observation: 2024-01-08 14:00:08

Active for: 147 days

2.0.60 Psyduck - Cathartes melambrotus

First observation: 2023-08-14 17:00:41

Last observation: 2024-01-09 14:00:45

Active for: 147.9 days

2.0.61 Gold - Cathartes melambrotus

First observation: 2023-08-15 14:30:41

Last observation: 2024-01-09 06:00:24

Active for: 146.6 days

2.0.62 Panchito - Sarcoramphus papa

First observation: 2023-08-17 16:30:11

Last observation: 2024-01-08 06:00:25

Active for: 143.6 days

2.0.63 Serena - Sarcoramphus papa

First observation: 2023-08-18 11:50:08

Last observation: 2024-01-09 14:00:31

Active for: 144.1 days

2.0.64 Cronos - Sarcoramphus papa

First observation: 2023-09-06 13:30:14

Last observation: 2024-01-09 14:00:18

Active for: 125 days

2.0.65 X2.Quil - Sarcoramphus papa

First observation: NA

Last observation: NA

Active for: NA days

2.0.66 X1.Guayas - Sarcoramphus papa

First observation: NA

Last observation: NA

Active for: NA days

2.0.67 X3.Pigio - Sarcoramphus papa

First observation: NA

Last observation: NA

Active for: NA days

2.0.68 X4.Guasmo - Sarcoramphus papa

First observation: NA

Last observation: NA

Active for: NA days

2.0.69 Zeus - Sarcoramphus papa

First observation: 2023-09-13 13:00:16

Last observation: 2024-01-09 14:00:31

Active for: 118 days

2.0.70 Kika - Cathartes melambrotus

First observation: 2023-09-14 14:00:16

Last observation: 2024-01-09 14:00:48

Active for: 117 days

2.0.71 Cheddar - Cathartes melambrotus

First observation: 2023-09-15 04:30:53

Last observation: 2024-01-08 06:00:32

Active for: 115.1 days

2.0.72 Ketchup - Cathartes aura

First observation: 2023-09-15 12:00:11

Last observation: 2024-01-07 14:00:43

Active for: 114.1 days

2.0.73 Pachacutec - Sarcoramphus papa

First observation: 2023-09-15 14:00:09

Last observation: 2024-01-05 14:00:06

Active for: 112 days

2.0.74 Mostaza - Cathartes melambrotus

First observation: 2023-09-15 15:00:28

Last observation: 2024-01-09 14:00:24

Active for: 116 days

2.0.75 Kiteri - Cathartes melambrotus

First observation: 2023-09-15 15:30:31

Last observation: 2024-01-09 14:00:19

Active for: 115.9 days

2.0.76 Morgan - Sarcoramphus papa

First observation: 2023-09-19 12:00:19

Last observation: 2023-12-20 06:00:22

Active for: 91.8 days

2.0.77 Antares - Cathartes melambrotus

First observation: 2023-09-20 17:20:28

Last observation: 2024-01-09 14:00:24

Active for: 110.9 days

2.0.78 Wanda - Sarcoramphus papa

First observation: 2023-09-25 11:00:07

Last observation: 2024-01-05 14:00:06

Active for: 102.1 days

2.0.79 Cosmo - Sarcoramphus papa

First observation: 2023-09-25 12:00:09

Last observation: 2024-01-09 14:00:07

Active for: 106.1 days

2.0.80 Vermelho - Cathartes aura

First observation: 2023-10-12 17:30:13

Last observation: 2024-01-05 06:00:30

Active for: 84.5 days

2.0.81 Puka - Cathartes aura

First observation: 2023-10-12 18:00:53

Last observation: 2023-10-13 04:00:41

Active for: 10 days

2.0.82 Calebinho - Sarcoramphus papa

First observation: 2023-10-23 08:00:07

Last observation: 2024-01-07 14:00:46

Active for: 76.3 days

2.0.83 Rolim - Sarcoramphus papa

First observation: 2023-10-23 10:00:20

Last observation: 2024-01-05 06:00:15

Active for: 73.8 days

2.0.84 Picasso - Coragyps atratus

First observation: 2023-10-23 12:00:52

Last observation: 2024-01-09 14:00:25

Active for: 78.1 days

2.0.85 Salvador - Sarcoramphus papa

First observation: 2023-11-05 10:50:23

Last observation: 2024-01-06 14:00:16

Active for: 62.1 days

2.0.86 Sirius - Coragyps atratus

First observation: 2023-11-05 11:35:41

Last observation: 2024-01-09 14:00:25

Active for: 65.1 days

2.0.87 Yana - Coragyps atratus

First observation: 2023-11-05 14:00:31

Last observation: 2024-01-09 06:00:21

Active for: 64.7 days

2.0.88 Chilombiano - Coragyps atratus

First observation: 2023-11-05 14:00:41

Last observation: 2024-01-09 14:00:24

Active for: 65 days

2.0.89 Toruk - Sarcoramphus papa

First observation: 2023-11-09 09:30:07

Last observation: 2024-01-08 14:00:06

Active for: 60.2 days

2.0.90 Artemis - Cathartes melambrotus

First observation: 2023-11-10 16:00:31

Last observation: 2024-01-07 03:30:41

Active for: 57.5 days

2.0.91 Mendel - Cathartes melambrotus

First observation: 2023-11-11 10:00:57

Last observation: 2024-01-02 04:01:21

Active for: 51.8 days

2.0.92 Pepper - Cathartes aura

First observation: 2023-11-15 11:50:31

Last observation: 2023-12-21 04:00:45

Active for: 35.7 days

2.0.93 Chaski - Sarcoramphus papa

First observation: 2023-11-16 10:00:41

Last observation: 2023-11-18 06:00:25

Active for: 1.8 days

2.0.94 X6.Daule - Sarcoramphus papa

First observation: NA

Last observation: NA

Active for: NA days

2.0.95 Number of vultures processed

We have 94 vulture names.

We have processed 94 vultures.

2.0.96 Upload clean data

## <drive_id[1]>
## [1] 15xrhSRqUwSBWiesEYDdE5-4Hui4mdSJg